Dataset statistics
| Number of variables | 25 |
|---|---|
| Number of observations | 99336 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 17.1 MiB |
| Average record size in memory | 180.0 B |
Variable types
| Numeric | 18 |
|---|---|
| Categorical | 7 |
ingresos is highly overall correlated with egresos and 2 other fields | High correlation |
egresos is highly overall correlated with ingresos and 2 other fields | High correlation |
activos is highly overall correlated with ingresos and 2 other fields | High correlation |
pasivos is highly overall correlated with ingresos and 2 other fields | High correlation |
diasMaxMorosidad is highly overall correlated with moroso | High correlation |
numeroCuotas is highly overall correlated with montoPrestamo | High correlation |
montoPrestamo is highly overall correlated with numeroCuotas | High correlation |
asesor_encoded is highly overall correlated with zona_geografica | High correlation |
zona_geografica is highly overall correlated with asesor_encoded | High correlation |
moroso is highly overall correlated with diasMaxMorosidad | High correlation |
zona_geografica is highly imbalanced (60.2%) | Imbalance |
rangoPrestamo is highly imbalanced (58.3%) | Imbalance |
activos is highly skewed (γ1 = 132.2635378) | Skewed |
pasivos is highly skewed (γ1 = 30.10261271) | Skewed |
paisOrigen_encoded is highly skewed (γ1 = 28.65820304) | Skewed |
ingresos has 5954 (6.0%) zeros | Zeros |
egresos has 6197 (6.2%) zeros | Zeros |
activos has 3576 (3.6%) zeros | Zeros |
pasivos has 31151 (31.4%) zeros | Zeros |
diasMaxMorosidad has 34101 (34.3%) zeros | Zeros |
cantidadInversiones has 82985 (83.5%) zeros | Zeros |
grupoEconomico_encoded has 2576 (2.6%) zeros | Zeros |
Reproduction
| Analysis started | 2024-03-15 01:59:38.359281 |
|---|---|
| Analysis finished | 2024-03-15 02:01:22.376316 |
| Duration | 1 minute and 44.02 seconds |
| Software version | ydata-profiling vv4.1.2 |
| Download configuration | config.json |
codigoOficina
Real number (ℝ)
| Distinct | 15 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 9.2054542 |
| Minimum | 1 |
|---|---|
| Maximum | 103 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.5 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 3 |
| median | 6 |
| Q3 | 11 |
| 95-th percentile | 14 |
| Maximum | 103 |
| Range | 102 |
| Interquartile range (IQR) | 8 |
Descriptive statistics
| Standard deviation | 14.850958 |
|---|---|
| Coefficient of variation (CV) | 1.6132782 |
| Kurtosis | 32.472285 |
| Mean | 9.2054542 |
| Median Absolute Deviation (MAD) | 4 |
| Skewness | 5.5729676 |
| Sum | 914433 |
| Variance | 220.55096 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 13592 | |
| 9 | 11618 | |
| 2 | 11035 | |
| 11 | 8966 | |
| 6 | 8626 | |
| 3 | 7138 | |
| 10 | 6863 | |
| 5 | 6556 | |
| 14 | 6204 | |
| 13 | 5469 | |
| Other values (5) | 13269 |
| Value | Count | Frequency (%) |
| 1 | 13592 | |
| 2 | 11035 | |
| 3 | 7138 | |
| 4 | 3174 | 3.2% |
| 5 | 6556 | |
| 6 | 8626 | |
| 9 | 11618 | |
| 10 | 6863 | |
| 11 | 8966 | |
| 12 | 5468 |
| Value | Count | Frequency (%) |
| 103 | 2213 | 2.2% |
| 16 | 589 | 0.6% |
| 15 | 1825 | 1.8% |
| 14 | 6204 | |
| 13 | 5469 | |
| 12 | 5468 | |
| 11 | 8966 | |
| 10 | 6863 | |
| 9 | 11618 | |
| 6 | 8626 |
edad
Real number (ℝ)
| Distinct | 62 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 48.026929 |
| Minimum | 19 |
|---|---|
| Maximum | 80 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.5 MiB |
Quantile statistics
| Minimum | 19 |
|---|---|
| 5-th percentile | 29 |
| Q1 | 38 |
| median | 46 |
| Q3 | 57 |
| 95-th percentile | 72 |
| Maximum | 80 |
| Range | 61 |
| Interquartile range (IQR) | 19 |
Descriptive statistics
| Standard deviation | 13.112547 |
|---|---|
| Coefficient of variation (CV) | 0.27302489 |
| Kurtosis | -0.63736892 |
| Mean | 48.026929 |
| Median Absolute Deviation (MAD) | 10 |
| Skewness | 0.37905251 |
| Sum | 4770803 |
| Variance | 171.93888 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 43 | 2972 | 3.0% |
| 42 | 2952 | 3.0% |
| 40 | 2913 | 2.9% |
| 41 | 2898 | 2.9% |
| 37 | 2883 | 2.9% |
| 39 | 2881 | 2.9% |
| 44 | 2881 | 2.9% |
| 38 | 2771 | 2.8% |
| 36 | 2738 | 2.8% |
| 45 | 2737 | 2.8% |
| Other values (52) | 70710 |
| Value | Count | Frequency (%) |
| 19 | 1 | < 0.1% |
| 20 | 5 | < 0.1% |
| 21 | 7 | < 0.1% |
| 22 | 94 | 0.1% |
| 23 | 248 | 0.2% |
| 24 | 461 | 0.5% |
| 25 | 617 | |
| 26 | 749 | |
| 27 | 883 | |
| 28 | 1160 |
| Value | Count | Frequency (%) |
| 80 | 359 | 0.4% |
| 79 | 422 | |
| 78 | 489 | |
| 77 | 606 | |
| 76 | 617 | |
| 75 | 623 | |
| 74 | 722 | |
| 73 | 803 | |
| 72 | 753 | |
| 71 | 938 |
ingresos
Real number (ℝ)
HIGH CORRELATION  ZEROS 
| Distinct | 20530 |
|---|---|
| Distinct (%) | 20.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2577.1428 |
| Minimum | 0 |
|---|---|
| Maximum | 289500 |
| Zeros | 5954 |
| Zeros (%) | 6.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.5 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 800 |
| median | 1400 |
| Q3 | 2540 |
| 95-th percentile | 8000 |
| Maximum | 289500 |
| Range | 289500 |
| Interquartile range (IQR) | 1740 |
Descriptive statistics
| Standard deviation | 5711.2119 |
|---|---|
| Coefficient of variation (CV) | 2.2161022 |
| Kurtosis | 456.49797 |
| Mean | 2577.1428 |
| Median Absolute Deviation (MAD) | 738 |
| Skewness | 16.070059 |
| Sum | 2.5600305 × 108 |
| Variance | 32617941 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5954 | 6.0% |
| 1200 | 1758 | 1.8% |
| 1500 | 1686 | 1.7% |
| 1000 | 1587 | 1.6% |
| 800 | 1421 | 1.4% |
| 2000 | 1370 | 1.4% |
| 600 | 1071 | 1.1% |
| 1800 | 1010 | 1.0% |
| 900 | 1003 | 1.0% |
| 500 | 893 | 0.9% |
| Other values (20520) | 81583 |
| Value | Count | Frequency (%) |
| 0 | 5954 | |
| 1 | 358 | 0.4% |
| 1.01 | 2 | < 0.1% |
| 1.1 | 1 | < 0.1% |
| 2 | 33 | < 0.1% |
| 10 | 6 | < 0.1% |
| 20 | 1 | < 0.1% |
| 22 | 1 | < 0.1% |
| 26.25 | 1 | < 0.1% |
| 32 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 289500 | 1 | < 0.1% |
| 267688.41 | 1 | < 0.1% |
| 252560 | 1 | < 0.1% |
| 240196 | 1 | < 0.1% |
| 228000 | 1 | < 0.1% |
| 205467 | 1 | < 0.1% |
| 200650 | 1 | < 0.1% |
| 200476.8 | 1 | < 0.1% |
| 200000 | 3 | |
| 190000 | 2 |
egresos
Real number (ℝ)
HIGH CORRELATION  ZEROS 
| Distinct | 21657 |
|---|---|
| Distinct (%) | 21.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1535.1105 |
| Minimum | 0 |
|---|---|
| Maximum | 226377.03 |
| Zeros | 6197 |
| Zeros (%) | 6.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.5 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 260 |
| median | 610 |
| Q3 | 1387 |
| 95-th percentile | 5590.295 |
| Maximum | 226377.03 |
| Range | 226377.03 |
| Interquartile range (IQR) | 1127 |
Descriptive statistics
| Standard deviation | 4142.8779 |
|---|---|
| Coefficient of variation (CV) | 2.698749 |
| Kurtosis | 434.0669 |
| Mean | 1535.1105 |
| Median Absolute Deviation (MAD) | 420 |
| Skewness | 15.669683 |
| Sum | 1.5249174 × 108 |
| Variance | 17163437 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 6197 | 6.2% |
| 200 | 1386 | 1.4% |
| 150 | 1094 | 1.1% |
| 180 | 875 | 0.9% |
| 160 | 875 | 0.9% |
| 300 | 859 | 0.9% |
| 100 | 857 | 0.9% |
| 250 | 856 | 0.9% |
| 220 | 768 | 0.8% |
| 140 | 738 | 0.7% |
| Other values (21647) | 84831 |
| Value | Count | Frequency (%) |
| 0 | 6197 | |
| 1 | 24 | < 0.1% |
| 2 | 1 | < 0.1% |
| 5 | 2 | < 0.1% |
| 10 | 33 | < 0.1% |
| 12 | 3 | < 0.1% |
| 14 | 1 | < 0.1% |
| 15 | 6 | < 0.1% |
| 16.39 | 1 | < 0.1% |
| 18 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 226377.03 | 1 | |
| 176132 | 1 | |
| 171817.65 | 1 | |
| 167368 | 1 | |
| 164614.18 | 1 | |
| 153520 | 1 | |
| 139748.6 | 1 | |
| 139300 | 1 | |
| 135996.31 | 2 | |
| 134872 | 1 |
activos
Real number (ℝ)
HIGH CORRELATION  SKEWED  ZEROS 
| Distinct | 25098 |
|---|---|
| Distinct (%) | 25.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 66950.023 |
| Minimum | 0 |
|---|---|
| Maximum | 50000000 |
| Zeros | 3576 |
| Zeros (%) | 3.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.5 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 2200 |
| Q1 | 15000 |
| median | 40300 |
| Q3 | 82600 |
| 95-th percentile | 205000 |
| Maximum | 50000000 |
| Range | 50000000 |
| Interquartile range (IQR) | 67600 |
Descriptive statistics
| Standard deviation | 240159.07 |
|---|---|
| Coefficient of variation (CV) | 3.5871395 |
| Kurtosis | 23390.085 |
| Mean | 66950.023 |
| Median Absolute Deviation (MAD) | 29700 |
| Skewness | 132.26354 |
| Sum | 6.6505475 × 109 |
| Variance | 5.7676379 × 1010 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 3576 | 3.6% |
| 5000 | 1946 | 2.0% |
| 8000 | 911 | 0.9% |
| 3000 | 831 | 0.8% |
| 4000 | 776 | 0.8% |
| 20000 | 750 | 0.8% |
| 15000 | 720 | 0.7% |
| 35000 | 705 | 0.7% |
| 6000 | 701 | 0.7% |
| 25000 | 699 | 0.7% |
| Other values (25088) | 87721 |
| Value | Count | Frequency (%) |
| 0 | 3576 | |
| 1 | 2 | < 0.1% |
| 4 | 1 | < 0.1% |
| 10 | 1 | < 0.1% |
| 20 | 1 | < 0.1% |
| 40 | 1 | < 0.1% |
| 50 | 1 | < 0.1% |
| 60 | 2 | < 0.1% |
| 100 | 16 | < 0.1% |
| 120 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 50000000 | 1 | |
| 30800000 | 1 | |
| 25000000 | 1 | |
| 21600000 | 1 | |
| 9435000 | 1 | |
| 8500000 | 1 | |
| 7659000 | 1 | |
| 6300000 | 1 | |
| 4170000 | 1 | |
| 3694000 | 1 |
pasivos
Real number (ℝ)
HIGH CORRELATION  SKEWED  ZEROS 
| Distinct | 40483 |
|---|---|
| Distinct (%) | 40.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 12631.794 |
| Minimum | 0 |
|---|---|
| Maximum | 4229723 |
| Zeros | 31151 |
| Zeros (%) | 31.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.5 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 2880 |
| Q3 | 13695 |
| 95-th percentile | 54758.5 |
| Maximum | 4229723 |
| Range | 4229723 |
| Interquartile range (IQR) | 13695 |
Descriptive statistics
| Standard deviation | 33276.032 |
|---|---|
| Coefficient of variation (CV) | 2.6343076 |
| Kurtosis | 2850.5805 |
| Mean | 12631.794 |
| Median Absolute Deviation (MAD) | 2880 |
| Skewness | 30.102613 |
| Sum | 1.2547919 × 109 |
| Variance | 1.1072943 × 109 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 31151 | |
| 2000 | 436 | 0.4% |
| 3000 | 416 | 0.4% |
| 5000 | 409 | 0.4% |
| 1000 | 395 | 0.4% |
| 10000 | 357 | 0.4% |
| 4000 | 301 | 0.3% |
| 1500 | 244 | 0.2% |
| 6000 | 239 | 0.2% |
| 500 | 233 | 0.2% |
| Other values (40473) | 65155 |
| Value | Count | Frequency (%) |
| 0 | 31151 | |
| 0.1 | 1 | < 0.1% |
| 1 | 18 | < 0.1% |
| 1.58 | 1 | < 0.1% |
| 2 | 6 | < 0.1% |
| 2.98 | 1 | < 0.1% |
| 2.99 | 1 | < 0.1% |
| 3 | 2 | < 0.1% |
| 3.16 | 1 | < 0.1% |
| 3.17 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 4229723 | 1 | |
| 1700000 | 1 | |
| 1476346.89 | 1 | |
| 1315155 | 1 | |
| 1195782 | 1 | |
| 1125565 | 1 | |
| 1107643.52 | 1 | |
| 1007414.12 | 1 | |
| 1000355.81 | 1 | |
| 896783.79 | 1 |
diasMaxMorosidad
Real number (ℝ)
HIGH CORRELATION  ZEROS 
| Distinct | 1413 |
|---|---|
| Distinct (%) | 1.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 88.66566 |
| Minimum | 0 |
|---|---|
| Maximum | 1499 |
| Zeros | 34101 |
| Zeros (%) | 34.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.5 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 13 |
| Q3 | 50 |
| 95-th percentile | 569 |
| Maximum | 1499 |
| Range | 1499 |
| Interquartile range (IQR) | 50 |
Descriptive statistics
| Standard deviation | 225.70658 |
|---|---|
| Coefficient of variation (CV) | 2.5455918 |
| Kurtosis | 13.73418 |
| Mean | 88.66566 |
| Median Absolute Deviation (MAD) | 13 |
| Skewness | 3.7097743 |
| Sum | 8807692 |
| Variance | 50943.459 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 34101 | |
| 2 | 3183 | 3.2% |
| 4 | 1848 | 1.9% |
| 12 | 1754 | 1.8% |
| 3 | 1537 | 1.5% |
| 32 | 1315 | 1.3% |
| 7 | 1279 | 1.3% |
| 27 | 1238 | 1.2% |
| 17 | 1216 | 1.2% |
| 22 | 1188 | 1.2% |
| Other values (1403) | 50677 |
| Value | Count | Frequency (%) |
| 0 | 34101 | |
| 1 | 7 | < 0.1% |
| 2 | 3183 | 3.2% |
| 3 | 1537 | 1.5% |
| 4 | 1848 | 1.9% |
| 5 | 1154 | 1.2% |
| 6 | 1049 | 1.1% |
| 7 | 1279 | 1.3% |
| 8 | 899 | 0.9% |
| 9 | 901 | 0.9% |
| Value | Count | Frequency (%) |
| 1499 | 1 | |
| 1498 | 1 | |
| 1495 | 1 | |
| 1494 | 1 | |
| 1487 | 1 | |
| 1480 | 1 | |
| 1474 | 1 | |
| 1473 | 2 | |
| 1470 | 1 | |
| 1468 | 1 |
cantidadPrestamos
Real number (ℝ)
| Distinct | 79 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.364903 |
| Minimum | 1 |
|---|---|
| Maximum | 126 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.5 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| median | 2 |
| Q3 | 4 |
| 95-th percentile | 10 |
| Maximum | 126 |
| Range | 125 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 4.0324812 |
|---|---|
| Coefficient of variation (CV) | 1.1983945 |
| Kurtosis | 68.049258 |
| Mean | 3.364903 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 5.5599278 |
| Sum | 334256 |
| Variance | 16.260905 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 38136 | |
| 2 | 19807 | |
| 3 | 11996 | 12.1% |
| 4 | 7947 | 8.0% |
| 5 | 5385 | 5.4% |
| 6 | 3760 | 3.8% |
| 7 | 2734 | 2.8% |
| 8 | 2031 | 2.0% |
| 9 | 1627 | 1.6% |
| 10 | 1224 | 1.2% |
| Other values (69) | 4689 | 4.7% |
| Value | Count | Frequency (%) |
| 1 | 38136 | |
| 2 | 19807 | |
| 3 | 11996 | 12.1% |
| 4 | 7947 | 8.0% |
| 5 | 5385 | 5.4% |
| 6 | 3760 | 3.8% |
| 7 | 2734 | 2.8% |
| 8 | 2031 | 2.0% |
| 9 | 1627 | 1.6% |
| 10 | 1224 | 1.2% |
| Value | Count | Frequency (%) |
| 126 | 1 | < 0.1% |
| 115 | 1 | < 0.1% |
| 110 | 1 | < 0.1% |
| 90 | 1 | < 0.1% |
| 84 | 4 | |
| 83 | 1 | < 0.1% |
| 82 | 1 | < 0.1% |
| 81 | 1 | < 0.1% |
| 78 | 1 | < 0.1% |
| 75 | 1 | < 0.1% |
cantidadInversiones
Real number (ℝ)
| Distinct | 146 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.3693324 |
| Minimum | 0 |
|---|---|
| Maximum | 408 |
| Zeros | 82985 |
| Zeros (%) | 83.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.5 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 7 |
| Maximum | 408 |
| Range | 408 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 6.7808143 |
|---|---|
| Coefficient of variation (CV) | 4.9519127 |
| Kurtosis | 352.30422 |
| Mean | 1.3693324 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 13.680606 |
| Sum | 136024 |
| Variance | 45.979443 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 82985 | |
| 1 | 4411 | 4.4% |
| 2 | 2537 | 2.6% |
| 3 | 1508 | 1.5% |
| 4 | 1125 | 1.1% |
| 5 | 847 | 0.9% |
| 6 | 671 | 0.7% |
| 7 | 535 | 0.5% |
| 8 | 458 | 0.5% |
| 9 | 389 | 0.4% |
| Other values (136) | 3870 | 3.9% |
| Value | Count | Frequency (%) |
| 0 | 82985 | |
| 1 | 4411 | 4.4% |
| 2 | 2537 | 2.6% |
| 3 | 1508 | 1.5% |
| 4 | 1125 | 1.1% |
| 5 | 847 | 0.9% |
| 6 | 671 | 0.7% |
| 7 | 535 | 0.5% |
| 8 | 458 | 0.5% |
| 9 | 389 | 0.4% |
| Value | Count | Frequency (%) |
| 408 | 1 | |
| 242 | 1 | |
| 238 | 1 | |
| 232 | 1 | |
| 230 | 1 | |
| 221 | 1 | |
| 217 | 1 | |
| 203 | 1 | |
| 199 | 1 | |
| 196 | 1 |
numeroCuotas
Real number (ℝ)
| Distinct | 168 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 36.501782 |
| Minimum | 1 |
|---|---|
| Maximum | 192 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.5 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 6 |
| Q1 | 24 |
| median | 36 |
| Q3 | 48 |
| 95-th percentile | 72 |
| Maximum | 192 |
| Range | 191 |
| Interquartile range (IQR) | 24 |
Descriptive statistics
| Standard deviation | 21.292185 |
|---|---|
| Coefficient of variation (CV) | 0.58331906 |
| Kurtosis | 6.8147172 |
| Mean | 36.501782 |
| Median Absolute Deviation (MAD) | 12 |
| Skewness | 1.6929734 |
| Sum | 3625941 |
| Variance | 453.35714 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 36 | 30740 | |
| 24 | 12327 | |
| 48 | 10095 | 10.2% |
| 60 | 6841 | 6.9% |
| 12 | 6745 | 6.8% |
| 18 | 5469 | 5.5% |
| 72 | 4150 | 4.2% |
| 30 | 2419 | 2.4% |
| 6 | 1790 | 1.8% |
| 1 | 1765 | 1.8% |
| Other values (158) | 16995 |
| Value | Count | Frequency (%) |
| 1 | 1765 | |
| 2 | 257 | 0.3% |
| 3 | 629 | 0.6% |
| 4 | 359 | 0.4% |
| 5 | 178 | 0.2% |
| 6 | 1790 | |
| 7 | 131 | 0.1% |
| 8 | 653 | 0.7% |
| 9 | 207 | 0.2% |
| 10 | 461 | 0.5% |
| Value | Count | Frequency (%) |
| 192 | 19 | |
| 191 | 3 | < 0.1% |
| 190 | 6 | < 0.1% |
| 189 | 6 | < 0.1% |
| 188 | 3 | < 0.1% |
| 187 | 2 | < 0.1% |
| 186 | 6 | < 0.1% |
| 185 | 6 | < 0.1% |
| 184 | 6 | < 0.1% |
| 183 | 8 |
tasaInteres
Real number (ℝ)
| Distinct | 836 |
|---|---|
| Distinct (%) | 0.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 16.470201 |
| Minimum | 3.33 |
|---|---|
| Maximum | 24.53 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.5 MiB |
Quantile statistics
| Minimum | 3.33 |
|---|---|
| 5-th percentile | 11.1 |
| Q1 | 14.5 |
| median | 15.5 |
| Q3 | 18.99 |
| 95-th percentile | 23 |
| Maximum | 24.53 |
| Range | 21.2 |
| Interquartile range (IQR) | 4.49 |
Descriptive statistics
| Standard deviation | 3.4726728 |
|---|---|
| Coefficient of variation (CV) | 0.21084581 |
| Kurtosis | -0.64993588 |
| Mean | 16.470201 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | 0.21895088 |
| Sum | 1636083.9 |
| Variance | 12.059456 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 14.5 | 10571 | 10.6% |
| 18.5 | 7889 | 7.9% |
| 15 | 7270 | 7.3% |
| 19.49 | 4876 | 4.9% |
| 17 | 4298 | 4.3% |
| 15.5 | 4169 | 4.2% |
| 12.5 | 3427 | 3.4% |
| 14.99 | 3385 | 3.4% |
| 23 | 3294 | 3.3% |
| 19.5 | 2817 | 2.8% |
| Other values (826) | 47340 |
| Value | Count | Frequency (%) |
| 3.33 | 7 | < 0.1% |
| 8.4 | 9 | < 0.1% |
| 8.5 | 67 | |
| 8.7 | 2 | < 0.1% |
| 8.8 | 2 | < 0.1% |
| 8.9 | 69 | |
| 8.95 | 8 | < 0.1% |
| 9 | 41 | |
| 9.2 | 2 | < 0.1% |
| 9.35 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 24.53 | 27 | < 0.1% |
| 24.5 | 49 | < 0.1% |
| 24.4 | 35 | < 0.1% |
| 24.3 | 2 | < 0.1% |
| 24 | 155 | 0.2% |
| 23.8 | 415 | 0.4% |
| 23.73 | 1 | < 0.1% |
| 23.5 | 2 | < 0.1% |
| 23.3 | 2816 | |
| 23.24 | 5 | < 0.1% |
montoPrestamo
Real number (ℝ)
| Distinct | 13929 |
|---|---|
| Distinct (%) | 14.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 9898.8612 |
| Minimum | 100 |
|---|---|
| Maximum | 300000 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.5 MiB |
Quantile statistics
| Minimum | 100 |
|---|---|
| 5-th percentile | 997.9225 |
| Q1 | 3000 |
| median | 6180 |
| Q3 | 10700 |
| 95-th percentile | 30000 |
| Maximum | 300000 |
| Range | 299900 |
| Interquartile range (IQR) | 7700 |
Descriptive statistics
| Standard deviation | 12600.046 |
|---|---|
| Coefficient of variation (CV) | 1.2728784 |
| Kurtosis | 38.17983 |
| Mean | 9898.8612 |
| Median Absolute Deviation (MAD) | 3820 |
| Skewness | 4.7655216 |
| Sum | 9.8331328 × 108 |
| Variance | 1.5876117 × 108 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 10000 | 9910 | 10.0% |
| 5000 | 9005 | 9.1% |
| 8000 | 5468 | 5.5% |
| 3000 | 4328 | 4.4% |
| 20000 | 4241 | 4.3% |
| 15000 | 3681 | 3.7% |
| 6000 | 3438 | 3.5% |
| 2000 | 3342 | 3.4% |
| 4000 | 3126 | 3.1% |
| 1000 | 2934 | 3.0% |
| Other values (13919) | 49863 |
| Value | Count | Frequency (%) |
| 100 | 6 | |
| 100.83 | 1 | < 0.1% |
| 101.61 | 1 | < 0.1% |
| 103.11 | 1 | < 0.1% |
| 104.81 | 1 | < 0.1% |
| 106 | 1 | < 0.1% |
| 106.62 | 1 | < 0.1% |
| 107 | 1 | < 0.1% |
| 108.01 | 1 | < 0.1% |
| 108.91 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 300000 | 1 | < 0.1% |
| 236551.44 | 1 | < 0.1% |
| 208689.96 | 1 | < 0.1% |
| 200000 | 7 | |
| 199603.03 | 1 | < 0.1% |
| 197409.1 | 1 | < 0.1% |
| 196082.87 | 1 | < 0.1% |
| 192496.97 | 1 | < 0.1% |
| 189278.74 | 1 | < 0.1% |
| 188031.25 | 1 | < 0.1% |
zona_geografica
Categorical
HIGH CORRELATION  IMBALANCE 
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.5 MiB |
| 1 | |
|---|---|
| 3 | |
| 2 | 5601 |
| 4 | 8 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 99336 |
|---|---|
| Distinct characters | 4 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 1 |
| 3rd row | 2 |
| 4th row | 1 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 83061 | |
| 3 | 10666 | 10.7% |
| 2 | 5601 | 5.6% |
| 4 | 8 | < 0.1% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 83061 | |
| 3 | 10666 | 10.7% |
| 2 | 5601 | 5.6% |
| 4 | 8 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 83061 | |
| 3 | 10666 | 10.7% |
| 2 | 5601 | 5.6% |
| 4 | 8 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 99336 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 83061 | |
| 3 | 10666 | 10.7% |
| 2 | 5601 | 5.6% |
| 4 | 8 | < 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 99336 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1 | 83061 | |
| 3 | 10666 | 10.7% |
| 2 | 5601 | 5.6% |
| 4 | 8 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 99336 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 83061 | |
| 3 | 10666 | 10.7% |
| 2 | 5601 | 5.6% |
| 4 | 8 | < 0.1% |
genero
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.5 MiB |
| 1 | |
|---|---|
| 2 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 99336 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 2 |
|---|---|
| 2nd row | 1 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 55661 | |
| 2 | 43675 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 55661 | |
| 2 | 43675 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 55661 | |
| 2 | 43675 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 99336 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 55661 | |
| 2 | 43675 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 99336 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1 | 55661 | |
| 2 | 43675 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 99336 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 55661 | |
| 2 | 43675 |
condicion_marital
Categorical
| Distinct | 5 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.5 MiB |
| 1 | |
|---|---|
| 3 | |
| 2 | |
| 5 | 3198 |
| 4 | 2849 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 99336 |
|---|---|
| Distinct characters | 5 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 2 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 2 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 56354 | |
| 3 | 27442 | |
| 2 | 9493 | 9.6% |
| 5 | 3198 | 3.2% |
| 4 | 2849 | 2.9% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 56354 | |
| 3 | 27442 | |
| 2 | 9493 | 9.6% |
| 5 | 3198 | 3.2% |
| 4 | 2849 | 2.9% |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 56354 | |
| 3 | 27442 | |
| 2 | 9493 | 9.6% |
| 5 | 3198 | 3.2% |
| 4 | 2849 | 2.9% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 99336 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 56354 | |
| 3 | 27442 | |
| 2 | 9493 | 9.6% |
| 5 | 3198 | 3.2% |
| 4 | 2849 | 2.9% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 99336 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1 | 56354 | |
| 3 | 27442 | |
| 2 | 9493 | 9.6% |
| 5 | 3198 | 3.2% |
| 4 | 2849 | 2.9% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 99336 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 56354 | |
| 3 | 27442 | |
| 2 | 9493 | 9.6% |
| 5 | 3198 | 3.2% |
| 4 | 2849 | 2.9% |
instruccion
Real number (ℝ)
| Distinct | 6 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.1501268 |
| Minimum | 1 |
|---|---|
| Maximum | 6 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.5 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 2 |
| median | 2 |
| Q3 | 3 |
| 95-th percentile | 3 |
| Maximum | 6 |
| Range | 5 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 0.75424443 |
|---|---|
| Coefficient of variation (CV) | 0.35079067 |
| Kurtosis | -0.24160068 |
| Mean | 2.1501268 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 0.025428762 |
| Sum | 213585 |
| Variance | 0.56888467 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2 | 44529 | |
| 3 | 33730 | |
| 1 | 20452 | |
| 4 | 311 | 0.3% |
| 5 | 243 | 0.2% |
| 6 | 71 | 0.1% |
| Value | Count | Frequency (%) |
| 1 | 20452 | |
| 2 | 44529 | |
| 3 | 33730 | |
| 4 | 311 | 0.3% |
| 5 | 243 | 0.2% |
| 6 | 71 | 0.1% |
| Value | Count | Frequency (%) |
| 6 | 71 | 0.1% |
| 5 | 243 | 0.2% |
| 4 | 311 | 0.3% |
| 3 | 33730 | |
| 2 | 44529 | |
| 1 | 20452 |
moroso
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.5 MiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 99336 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 71394 | |
| 1 | 27942 | 28.1% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 71394 | |
| 1 | 27942 | 28.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 71394 | |
| 1 | 27942 | 28.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 99336 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 71394 | |
| 1 | 27942 | 28.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 99336 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 71394 | |
| 1 | 27942 | 28.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 99336 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 71394 | |
| 1 | 27942 | 28.1% |
rangoPrestamo
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.5 MiB |
| 0 | |
|---|---|
| 3 | |
| 2 | 2313 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 99336 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 3 |
| 3rd row | 3 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 85917 | |
| 3 | 11106 | 11.2% |
| 2 | 2313 | 2.3% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 85917 | |
| 3 | 11106 | 11.2% |
| 2 | 2313 | 2.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 85917 | |
| 3 | 11106 | 11.2% |
| 2 | 2313 | 2.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 99336 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 85917 | |
| 3 | 11106 | 11.2% |
| 2 | 2313 | 2.3% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 99336 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 85917 | |
| 3 | 11106 | 11.2% |
| 2 | 2313 | 2.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 99336 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 85917 | |
| 3 | 11106 | 11.2% |
| 2 | 2313 | 2.3% |
profesion_encoded
Real number (ℝ)
| Distinct | 455 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 127.95999 |
| Minimum | 0 |
|---|---|
| Maximum | 454 |
| Zeros | 12 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 20 |
| Q1 | 88 |
| median | 95 |
| Q3 | 155 |
| 95-th percentile | 343 |
| Maximum | 454 |
| Range | 454 |
| Interquartile range (IQR) | 67 |
Descriptive statistics
| Standard deviation | 93.733835 |
|---|---|
| Coefficient of variation (CV) | 0.73252453 |
| Kurtosis | 1.3210243 |
| Mean | 127.95999 |
| Median Absolute Deviation (MAD) | 59 |
| Skewness | 1.1505914 |
| Sum | 12711034 |
| Variance | 8786.0319 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 95 | 18834 | |
| 154 | 14331 | |
| 20 | 14302 | |
| 155 | 9311 | |
| 88 | 8904 | 9.0% |
| 236 | 3516 | 3.5% |
| 5 | 2126 | 2.1% |
| 151 | 1879 | 1.9% |
| 111 | 1569 | 1.6% |
| 357 | 1353 | 1.4% |
| Other values (445) | 23211 |
| Value | Count | Frequency (%) |
| 0 | 12 | < 0.1% |
| 1 | 501 | 0.5% |
| 2 | 2 | < 0.1% |
| 3 | 1 | < 0.1% |
| 4 | 50 | 0.1% |
| 5 | 2126 | |
| 6 | 58 | 0.1% |
| 7 | 123 | 0.1% |
| 8 | 32 | < 0.1% |
| 9 | 21 | < 0.1% |
| Value | Count | Frequency (%) |
| 454 | 1 | < 0.1% |
| 453 | 128 | 0.1% |
| 452 | 51 | 0.1% |
| 451 | 1 | < 0.1% |
| 450 | 4 | < 0.1% |
| 449 | 17 | < 0.1% |
| 448 | 9 | < 0.1% |
| 447 | 12 | < 0.1% |
| 446 | 42 | < 0.1% |
| 445 | 499 |
paisOrigen_encoded
Real number (ℝ)
| Distinct | 28 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 10.0076 |
| Minimum | 0 |
|---|---|
| Maximum | 27 |
| Zeros | 1 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 10 |
| Q1 | 10 |
| median | 10 |
| Q3 | 10 |
| 95-th percentile | 10 |
| Maximum | 27 |
| Range | 27 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.45418543 |
|---|---|
| Coefficient of variation (CV) | 0.045384049 |
| Kurtosis | 1027.2833 |
| Mean | 10.0076 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 28.658203 |
| Sum | 994115 |
| Variance | 0.20628441 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 10 | 99111 | |
| 6 | 79 | 0.1% |
| 26 | 57 | 0.1% |
| 8 | 32 | < 0.1% |
| 20 | 15 | < 0.1% |
| 5 | 5 | < 0.1% |
| 9 | 5 | < 0.1% |
| 2 | 4 | < 0.1% |
| 4 | 4 | < 0.1% |
| 25 | 3 | < 0.1% |
| Other values (18) | 21 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 1 | < 0.1% |
| 1 | 1 | < 0.1% |
| 2 | 4 | < 0.1% |
| 3 | 1 | < 0.1% |
| 4 | 4 | < 0.1% |
| 5 | 5 | < 0.1% |
| 6 | 79 | |
| 7 | 1 | < 0.1% |
| 8 | 32 | |
| 9 | 5 | < 0.1% |
| Value | Count | Frequency (%) |
| 27 | 1 | < 0.1% |
| 26 | 57 | |
| 25 | 3 | < 0.1% |
| 24 | 2 | < 0.1% |
| 23 | 1 | < 0.1% |
| 22 | 2 | < 0.1% |
| 21 | 1 | < 0.1% |
| 20 | 15 | < 0.1% |
| 19 | 1 | < 0.1% |
| 18 | 1 | < 0.1% |
queVivienda_encoded
Categorical
| Distinct | 5 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.5 MiB |
| 2 | |
|---|---|
| 1 | |
| 0 | |
| 3 | 3717 |
| 4 | 347 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 99336 |
|---|---|
| Distinct characters | 5 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 1 |
| 3rd row | 3 |
| 4th row | 2 |
| 5th row | 2 |
Common Values
| Value | Count | Frequency (%) |
| 2 | 52002 | |
| 1 | 35266 | |
| 0 | 8004 | 8.1% |
| 3 | 3717 | 3.7% |
| 4 | 347 | 0.3% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 2 | 52002 | |
| 1 | 35266 | |
| 0 | 8004 | 8.1% |
| 3 | 3717 | 3.7% |
| 4 | 347 | 0.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| 2 | 52002 | |
| 1 | 35266 | |
| 0 | 8004 | 8.1% |
| 3 | 3717 | 3.7% |
| 4 | 347 | 0.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 99336 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 2 | 52002 | |
| 1 | 35266 | |
| 0 | 8004 | 8.1% |
| 3 | 3717 | 3.7% |
| 4 | 347 | 0.3% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 99336 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 2 | 52002 | |
| 1 | 35266 | |
| 0 | 8004 | 8.1% |
| 3 | 3717 | 3.7% |
| 4 | 347 | 0.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 99336 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 2 | 52002 | |
| 1 | 35266 | |
| 0 | 8004 | 8.1% |
| 3 | 3717 | 3.7% |
| 4 | 347 | 0.3% |
asesor_encoded
Real number (ℝ)
| Distinct | 60 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 25.451327 |
| Minimum | 0 |
|---|---|
| Maximum | 59 |
| Zeros | 24 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 3 |
| Q1 | 9 |
| median | 26 |
| Q3 | 39 |
| 95-th percentile | 48 |
| Maximum | 59 |
| Range | 59 |
| Interquartile range (IQR) | 30 |
Descriptive statistics
| Standard deviation | 15.589823 |
|---|---|
| Coefficient of variation (CV) | 0.61253478 |
| Kurtosis | -1.1310214 |
| Mean | 25.451327 |
| Median Absolute Deviation (MAD) | 16 |
| Skewness | -0.0160912 |
| Sum | 2528233 |
| Variance | 243.04258 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 20 | 8818 | 8.9% |
| 3 | 7644 | 7.7% |
| 31 | 7476 | 7.5% |
| 25 | 6157 | 6.2% |
| 45 | 5782 | 5.8% |
| 30 | 5586 | 5.6% |
| 4 | 5436 | 5.5% |
| 26 | 5035 | 5.1% |
| 8 | 4992 | 5.0% |
| 39 | 4590 | 4.6% |
| Other values (50) | 37820 |
| Value | Count | Frequency (%) |
| 0 | 24 | < 0.1% |
| 1 | 3551 | |
| 2 | 1 | < 0.1% |
| 3 | 7644 | |
| 4 | 5436 | |
| 5 | 2 | < 0.1% |
| 6 | 21 | < 0.1% |
| 7 | 336 | 0.3% |
| 8 | 4992 | |
| 9 | 3397 |
| Value | Count | Frequency (%) |
| 59 | 566 | 0.6% |
| 58 | 5 | < 0.1% |
| 57 | 15 | < 0.1% |
| 56 | 13 | < 0.1% |
| 55 | 92 | 0.1% |
| 54 | 22 | < 0.1% |
| 53 | 2176 | |
| 52 | 6 | < 0.1% |
| 51 | 23 | < 0.1% |
| 50 | 174 | 0.2% |
grupoEconomico_encoded
Real number (ℝ)
| Distinct | 89 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 42.256745 |
| Minimum | 0 |
|---|---|
| Maximum | 88 |
| Zeros | 2576 |
| Zeros (%) | 2.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 5 |
| Q1 | 31 |
| median | 42 |
| Q3 | 43 |
| 95-th percentile | 88 |
| Maximum | 88 |
| Range | 88 |
| Interquartile range (IQR) | 12 |
Descriptive statistics
| Standard deviation | 20.488598 |
|---|---|
| Coefficient of variation (CV) | 0.48485983 |
| Kurtosis | 0.53885422 |
| Mean | 42.256745 |
| Median Absolute Deviation (MAD) | 10 |
| Skewness | 0.55209234 |
| Sum | 4197616 |
| Variance | 419.78265 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 31 | 17089 | |
| 42 | 16410 | |
| 36 | 10853 | |
| 43 | 9535 | |
| 88 | 7243 | 7.3% |
| 35 | 3955 | 4.0% |
| 70 | 3539 | 3.6% |
| 60 | 2728 | 2.7% |
| 0 | 2576 | 2.6% |
| 5 | 2546 | 2.6% |
| Other values (79) | 22862 |
| Value | Count | Frequency (%) |
| 0 | 2576 | |
| 1 | 115 | 0.1% |
| 2 | 177 | 0.2% |
| 3 | 151 | 0.2% |
| 4 | 1218 | |
| 5 | 2546 | |
| 6 | 10 | < 0.1% |
| 7 | 257 | 0.3% |
| 8 | 1156 | |
| 9 | 60 | 0.1% |
| Value | Count | Frequency (%) |
| 88 | 7243 | |
| 87 | 13 | < 0.1% |
| 86 | 22 | < 0.1% |
| 85 | 180 | 0.2% |
| 84 | 221 | 0.2% |
| 83 | 39 | < 0.1% |
| 82 | 1557 | 1.6% |
| 81 | 85 | 0.1% |
| 80 | 145 | 0.1% |
| 79 | 157 | 0.2% |
tipoProducto_encoded
Categorical
| Distinct | 5 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.5 MiB |
| 4 | |
|---|---|
| 0 | |
| 3 | 2002 |
| 2 | 806 |
| 1 | 583 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 99336 |
|---|---|
| Distinct characters | 5 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 4 |
| 4th row | 4 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 4 | 55768 | |
| 0 | 40177 | |
| 3 | 2002 | 2.0% |
| 2 | 806 | 0.8% |
| 1 | 583 | 0.6% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 4 | 55768 | |
| 0 | 40177 | |
| 3 | 2002 | 2.0% |
| 2 | 806 | 0.8% |
| 1 | 583 | 0.6% |
Most occurring characters
| Value | Count | Frequency (%) |
| 4 | 55768 | |
| 0 | 40177 | |
| 3 | 2002 | 2.0% |
| 2 | 806 | 0.8% |
| 1 | 583 | 0.6% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 99336 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 4 | 55768 | |
| 0 | 40177 | |
| 3 | 2002 | 2.0% |
| 2 | 806 | 0.8% |
| 1 | 583 | 0.6% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 99336 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 4 | 55768 | |
| 0 | 40177 | |
| 3 | 2002 | 2.0% |
| 2 | 806 | 0.8% |
| 1 | 583 | 0.6% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 99336 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 4 | 55768 | |
| 0 | 40177 | |
| 3 | 2002 | 2.0% |
| 2 | 806 | 0.8% |
| 1 | 583 | 0.6% |
parroquia_canton_encoded
Real number (ℝ)
| Distinct | 584 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 300.34574 |
| Minimum | 0 |
|---|---|
| Maximum | 583 |
| Zeros | 1 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.1 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 34 |
| Q1 | 202 |
| median | 303 |
| Q3 | 431 |
| 95-th percentile | 546 |
| Maximum | 583 |
| Range | 583 |
| Interquartile range (IQR) | 229 |
Descriptive statistics
| Standard deviation | 161.61995 |
|---|---|
| Coefficient of variation (CV) | 0.538113 |
| Kurtosis | -1.0361243 |
| Mean | 300.34574 |
| Median Absolute Deviation (MAD) | 118 |
| Skewness | -0.069870897 |
| Sum | 29835144 |
| Variance | 26121.007 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 50 | 4871 | 4.9% |
| 539 | 4871 | 4.9% |
| 219 | 4777 | 4.8% |
| 221 | 3626 | 3.7% |
| 367 | 3016 | 3.0% |
| 431 | 2717 | 2.7% |
| 355 | 2531 | 2.5% |
| 361 | 2480 | 2.5% |
| 228 | 2426 | 2.4% |
| 310 | 1925 | 1.9% |
| Other values (574) | 66096 |
| Value | Count | Frequency (%) |
| 0 | 1 | < 0.1% |
| 1 | 133 | 0.1% |
| 2 | 1 | < 0.1% |
| 3 | 1 | < 0.1% |
| 4 | 3 | < 0.1% |
| 5 | 4 | < 0.1% |
| 6 | 2 | < 0.1% |
| 7 | 176 | |
| 8 | 33 | < 0.1% |
| 9 | 358 |
| Value | Count | Frequency (%) |
| 583 | 12 | < 0.1% |
| 582 | 2 | < 0.1% |
| 581 | 1 | < 0.1% |
| 580 | 2 | < 0.1% |
| 579 | 5 | < 0.1% |
| 578 | 10 | < 0.1% |
| 577 | 156 | |
| 576 | 1 | < 0.1% |
| 575 | 48 | < 0.1% |
| 574 | 1 | < 0.1% |
| codigoOficina | edad | ingresos | egresos | activos | pasivos | diasMaxMorosidad | cantidadPrestamos | cantidadInversiones | numeroCuotas | tasaInteres | montoPrestamo | instruccion | profesion_encoded | paisOrigen_encoded | asesor_encoded | grupoEconomico_encoded | parroquia_canton_encoded | zona_geografica | genero | condicion_marital | moroso | rangoPrestamo | queVivienda_encoded | tipoProducto_encoded | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| codigoOficina | 1.000 | -0.053 | 0.078 | 0.070 | 0.013 | 0.055 | -0.002 | -0.131 | -0.044 | 0.021 | 0.016 | 0.035 | -0.019 | -0.006 | -0.004 | 0.279 | 0.009 | 0.066 | 0.342 | 0.026 | 0.030 | 0.026 | 0.068 | 0.046 | 0.028 |
| edad | -0.053 | 1.000 | 0.060 | 0.067 | 0.342 | 0.078 | 0.023 | 0.230 | 0.132 | -0.106 | -0.014 | -0.040 | 0.203 | -0.076 | -0.007 | -0.003 | 0.002 | -0.038 | 0.043 | 0.011 | 0.240 | 0.048 | 0.079 | 0.245 | 0.057 |
| ingresos | 0.078 | 0.060 | 1.000 | 0.856 | 0.570 | 0.532 | 0.049 | 0.212 | 0.061 | 0.221 | 0.073 | 0.440 | -0.063 | -0.104 | -0.005 | 0.032 | 0.022 | 0.004 | 0.025 | 0.000 | 0.010 | 0.014 | 0.000 | 0.025 | 0.133 |
| egresos | 0.070 | 0.067 | 0.856 | 1.000 | 0.526 | 0.637 | 0.113 | 0.211 | -0.005 | 0.197 | 0.178 | 0.322 | -0.008 | -0.148 | -0.005 | 0.036 | -0.001 | 0.012 | 0.021 | 0.005 | 0.010 | 0.002 | 0.016 | 0.025 | 0.142 |
| activos | 0.013 | 0.342 | 0.570 | 0.526 | 1.000 | 0.531 | -0.048 | 0.282 | 0.137 | 0.236 | -0.042 | 0.409 | -0.039 | -0.048 | -0.002 | 0.000 | 0.068 | -0.014 | 0.006 | 0.005 | 0.000 | 0.000 | 0.000 | 0.000 | 0.051 |
| pasivos | 0.055 | 0.078 | 0.532 | 0.637 | 0.531 | 1.000 | 0.131 | 0.201 | -0.058 | 0.213 | 0.077 | 0.279 | -0.064 | -0.041 | -0.005 | 0.024 | 0.035 | 0.028 | 0.007 | 0.000 | 0.003 | 0.005 | 0.000 | 0.015 | 0.061 |
| diasMaxMorosidad | -0.002 | 0.023 | 0.049 | 0.113 | -0.048 | 0.131 | 1.000 | 0.157 | -0.186 | 0.037 | 0.142 | -0.014 | 0.115 | -0.124 | -0.003 | -0.041 | -0.056 | 0.024 | 0.075 | 0.013 | 0.037 | 0.558 | 0.339 | 0.045 | 0.039 |
| cantidadPrestamos | -0.131 | 0.230 | 0.212 | 0.211 | 0.282 | 0.201 | 0.157 | 1.000 | 0.131 | 0.054 | -0.032 | 0.074 | 0.091 | -0.076 | 0.000 | -0.097 | 0.015 | -0.029 | 0.031 | 0.012 | 0.035 | 0.039 | 0.012 | 0.041 | 0.020 |
| cantidadInversiones | -0.044 | 0.132 | 0.061 | -0.005 | 0.137 | -0.058 | -0.186 | 0.131 | 1.000 | -0.120 | -0.140 | -0.048 | -0.074 | 0.054 | 0.006 | 0.015 | 0.052 | -0.045 | 0.013 | 0.037 | 0.016 | 0.042 | 0.016 | 0.012 | 0.016 |
| numeroCuotas | 0.021 | -0.106 | 0.221 | 0.197 | 0.236 | 0.213 | 0.037 | 0.054 | -0.120 | 1.000 | -0.048 | 0.750 | -0.100 | 0.083 | -0.006 | 0.006 | 0.099 | 0.012 | 0.052 | 0.056 | 0.032 | 0.114 | 0.175 | 0.074 | 0.357 |
| tasaInteres | 0.016 | -0.014 | 0.073 | 0.178 | -0.042 | 0.077 | 0.142 | -0.032 | -0.140 | -0.048 | 1.000 | -0.036 | 0.194 | -0.228 | -0.003 | -0.004 | -0.114 | 0.021 | 0.093 | 0.054 | 0.049 | 0.185 | 0.143 | 0.074 | 0.472 |
| montoPrestamo | 0.035 | -0.040 | 0.440 | 0.322 | 0.409 | 0.279 | -0.014 | 0.074 | -0.048 | 0.750 | -0.036 | 1.000 | -0.100 | 0.026 | -0.006 | 0.020 | 0.067 | 0.011 | 0.026 | 0.029 | 0.030 | 0.053 | 0.074 | 0.056 | 0.194 |
| instruccion | -0.019 | 0.203 | -0.063 | -0.008 | -0.039 | -0.064 | 0.115 | 0.091 | -0.074 | -0.100 | 0.194 | -0.100 | 1.000 | -0.305 | -0.006 | -0.053 | -0.134 | 0.035 | 0.066 | 0.086 | 0.093 | 0.115 | 0.030 | 0.129 | 0.142 |
| profesion_encoded | -0.006 | -0.076 | -0.104 | -0.148 | -0.048 | -0.041 | -0.124 | -0.076 | 0.054 | 0.083 | -0.228 | 0.026 | -0.305 | 1.000 | -0.004 | 0.045 | 0.334 | -0.019 | 0.107 | 0.288 | 0.097 | 0.171 | 0.067 | 0.131 | 0.261 |
| paisOrigen_encoded | -0.004 | -0.007 | -0.005 | -0.005 | -0.002 | -0.005 | -0.003 | 0.000 | 0.006 | -0.006 | -0.003 | -0.006 | -0.006 | -0.004 | 1.000 | -0.002 | -0.000 | -0.004 | 0.013 | 0.000 | 0.017 | 0.000 | 0.013 | 0.038 | 0.010 |
| asesor_encoded | 0.279 | -0.003 | 0.032 | 0.036 | 0.000 | 0.024 | -0.041 | -0.097 | 0.015 | 0.006 | -0.004 | 0.020 | -0.053 | 0.045 | -0.002 | 1.000 | 0.044 | 0.022 | 0.724 | 0.044 | 0.079 | 0.080 | 0.091 | 0.053 | 0.052 |
| grupoEconomico_encoded | 0.009 | 0.002 | 0.022 | -0.001 | 0.068 | 0.035 | -0.056 | 0.015 | 0.052 | 0.099 | -0.114 | 0.067 | -0.134 | 0.334 | -0.000 | 0.044 | 1.000 | -0.016 | 0.109 | 0.200 | 0.077 | 0.107 | 0.061 | 0.105 | 0.192 |
| parroquia_canton_encoded | 0.066 | -0.038 | 0.004 | 0.012 | -0.014 | 0.028 | 0.024 | -0.029 | -0.045 | 0.012 | 0.021 | 0.011 | 0.035 | -0.019 | -0.004 | 0.022 | -0.016 | 1.000 | 0.281 | 0.027 | 0.049 | 0.056 | 0.039 | 0.068 | 0.048 |
| zona_geografica | 0.342 | 0.043 | 0.025 | 0.021 | 0.006 | 0.007 | 0.075 | 0.031 | 0.013 | 0.052 | 0.093 | 0.026 | 0.066 | 0.107 | 0.013 | 0.724 | 0.109 | 0.281 | 1.000 | 0.037 | 0.084 | 0.077 | 0.072 | 0.039 | 0.040 |
| genero | 0.026 | 0.011 | 0.000 | 0.005 | 0.005 | 0.000 | 0.013 | 0.012 | 0.037 | 0.056 | 0.054 | 0.029 | 0.086 | 0.288 | 0.000 | 0.044 | 0.200 | 0.027 | 0.037 | 1.000 | 0.163 | 0.016 | 0.008 | 0.028 | 0.034 |
| condicion_marital | 0.030 | 0.240 | 0.010 | 0.010 | 0.000 | 0.003 | 0.037 | 0.035 | 0.016 | 0.032 | 0.049 | 0.030 | 0.093 | 0.097 | 0.017 | 0.079 | 0.077 | 0.049 | 0.084 | 0.163 | 1.000 | 0.061 | 0.053 | 0.195 | 0.045 |
| moroso | 0.026 | 0.048 | 0.014 | 0.002 | 0.000 | 0.005 | 0.558 | 0.039 | 0.042 | 0.114 | 0.185 | 0.053 | 0.115 | 0.171 | 0.000 | 0.080 | 0.107 | 0.056 | 0.077 | 0.016 | 0.061 | 1.000 | 0.303 | 0.085 | 0.102 |
| rangoPrestamo | 0.068 | 0.079 | 0.000 | 0.016 | 0.000 | 0.000 | 0.339 | 0.012 | 0.016 | 0.175 | 0.143 | 0.074 | 0.030 | 0.067 | 0.013 | 0.091 | 0.061 | 0.039 | 0.072 | 0.008 | 0.053 | 0.303 | 1.000 | 0.043 | 0.080 |
| queVivienda_encoded | 0.046 | 0.245 | 0.025 | 0.025 | 0.000 | 0.015 | 0.045 | 0.041 | 0.012 | 0.074 | 0.074 | 0.056 | 0.129 | 0.131 | 0.038 | 0.053 | 0.105 | 0.068 | 0.039 | 0.028 | 0.195 | 0.085 | 0.043 | 1.000 | 0.087 |
| tipoProducto_encoded | 0.028 | 0.057 | 0.133 | 0.142 | 0.051 | 0.061 | 0.039 | 0.020 | 0.016 | 0.357 | 0.472 | 0.194 | 0.142 | 0.261 | 0.010 | 0.052 | 0.192 | 0.048 | 0.040 | 0.034 | 0.045 | 0.102 | 0.080 | 0.087 | 1.000 |
| codigoOficina | edad | ingresos | egresos | activos | pasivos | diasMaxMorosidad | cantidadPrestamos | cantidadInversiones | numeroCuotas | tasaInteres | montoPrestamo | zona_geografica | genero | condicion_marital | instruccion | moroso | rangoPrestamo | profesion_encoded | paisOrigen_encoded | queVivienda_encoded | asesor_encoded | grupoEconomico_encoded | tipoProducto_encoded | parroquia_canton_encoded | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| numeroCliente | |||||||||||||||||||||||||
| 717313 | 10 | 37 | 866.00 | 549.00 | 13500.0 | 10973.00 | 27.0 | 1.0 | 0.0 | 24.0 | 15.00 | 3000.00 | 1 | 2 | 1 | 1 | 0 | 0 | 73 | 10 | 1 | 34 | 23 | 0 | 285 |
| 671424 | 10 | 42 | 1645.00 | 892.00 | 58000.0 | 28000.00 | 32.0 | 20.0 | 0.0 | 72.0 | 15.25 | 10000.00 | 1 | 1 | 2 | 2 | 0 | 3 | 155 | 10 | 1 | 47 | 43 | 0 | 260 |
| 846469 | 12 | 38 | 3687.14 | 1194.98 | 118700.0 | 86279.47 | 68.0 | 1.0 | 0.0 | 60.0 | 14.99 | 20000.00 | 2 | 1 | 1 | 2 | 1 | 3 | 154 | 10 | 3 | 39 | 42 | 4 | 173 |
| 562325 | 5 | 70 | 500.00 | 200.00 | 0.0 | 0.00 | 116.0 | 5.0 | 0.0 | 30.0 | 23.00 | 6000.00 | 1 | 1 | 1 | 3 | 1 | 0 | 440 | 10 | 2 | 25 | 32 | 4 | 361 |
| 74463 | 1 | 61 | 2500.00 | 650.00 | 101000.0 | 0.00 | 20.0 | 3.0 | 0.0 | 12.0 | 12.00 | 2000.00 | 1 | 1 | 2 | 1 | 0 | 0 | 1 | 10 | 2 | 26 | 27 | 0 | 221 |
| 885835 | 15 | 29 | 460.00 | 140.00 | 5000.0 | 0.00 | 0.0 | 1.0 | 0.0 | 48.0 | 14.99 | 5000.00 | 3 | 2 | 3 | 2 | 0 | 0 | 151 | 10 | 1 | 42 | 0 | 0 | 508 |
| 772353 | 2 | 30 | 651.00 | 350.00 | 5100.0 | 0.00 | 144.0 | 4.0 | 0.0 | 30.0 | 18.50 | 4701.86 | 1 | 2 | 3 | 3 | 1 | 2 | 95 | 10 | 1 | 30 | 40 | 4 | 223 |
| 641603 | 2 | 38 | 750.00 | 250.00 | 22795.0 | 0.00 | 18.0 | 4.0 | 7.0 | 36.0 | 12.50 | 8816.00 | 1 | 2 | 2 | 3 | 0 | 3 | 95 | 10 | 2 | 8 | 36 | 4 | 9 |
| 733921 | 11 | 33 | 360.00 | 100.00 | 0.0 | 0.00 | 0.0 | 1.0 | 0.0 | 12.0 | 23.30 | 1000.00 | 3 | 2 | 1 | 3 | 0 | 0 | 291 | 10 | 1 | 20 | 35 | 4 | 394 |
| 649519 | 9 | 73 | 3810.00 | 2849.00 | 170920.0 | 0.00 | 0.0 | 1.0 | 0.0 | 60.0 | 18.59 | 20000.00 | 1 | 1 | 2 | 3 | 0 | 0 | 95 | 10 | 2 | 48 | 36 | 4 | 219 |
| codigoOficina | edad | ingresos | egresos | activos | pasivos | diasMaxMorosidad | cantidadPrestamos | cantidadInversiones | numeroCuotas | tasaInteres | montoPrestamo | zona_geografica | genero | condicion_marital | instruccion | moroso | rangoPrestamo | profesion_encoded | paisOrigen_encoded | queVivienda_encoded | asesor_encoded | grupoEconomico_encoded | tipoProducto_encoded | parroquia_canton_encoded | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| numeroCliente | |||||||||||||||||||||||||
| 662322 | 6 | 55 | 15103.52 | 1082.00 | 63100.0 | 8847.00 | 0.0 | 1.0 | 0.0 | 36.0 | 23.30 | 5000.00 | 1 | 1 | 1 | 2 | 0 | 0 | 95 | 10 | 2 | 3 | 74 | 4 | 177 |
| 847092 | 3 | 32 | 543.30 | 210.00 | 5000.0 | 0.00 | 0.0 | 2.0 | 0.0 | 60.0 | 14.50 | 5100.00 | 1 | 1 | 1 | 3 | 0 | 3 | 154 | 10 | 1 | 9 | 42 | 0 | 50 |
| 826697 | 4 | 29 | 1572.00 | 409.00 | 41000.0 | 3500.00 | 3.0 | 1.0 | 0.0 | 33.0 | 19.50 | 3060.00 | 1 | 2 | 3 | 2 | 0 | 0 | 111 | 10 | 1 | 29 | 60 | 4 | 355 |
| 887199 | 9 | 27 | 1035.00 | 521.00 | 21700.0 | 10187.16 | 0.0 | 1.0 | 0.0 | 72.0 | 14.25 | 11500.00 | 1 | 2 | 4 | 3 | 0 | 0 | 154 | 10 | 2 | 48 | 42 | 0 | 497 |
| 28469 | 4 | 70 | 2000.00 | 693.00 | 23200.0 | 9363.97 | 7.0 | 10.0 | 0.0 | 16.0 | 17.90 | 15450.00 | 1 | 2 | 1 | 3 | 0 | 0 | 20 | 10 | 2 | 29 | 31 | 4 | 355 |
| 816671 | 9 | 35 | 2602.00 | 2381.71 | 76905.0 | 33955.60 | 78.0 | 4.0 | 0.0 | 36.0 | 14.99 | 3038.23 | 1 | 2 | 1 | 1 | 0 | 0 | 20 | 10 | 2 | 48 | 31 | 0 | 94 |
| 28049 | 4 | 54 | 750.84 | 220.00 | 84994.0 | 0.00 | 18.0 | 12.0 | 0.0 | 41.0 | 19.50 | 9000.00 | 1 | 1 | 1 | 2 | 0 | 0 | 154 | 10 | 2 | 29 | 42 | 4 | 355 |
| 696020 | 11 | 48 | 700.00 | 415.00 | 56000.0 | 9240.00 | 166.0 | 3.0 | 0.0 | 6.0 | 22.00 | 500.00 | 3 | 1 | 3 | 2 | 0 | 0 | 154 | 10 | 2 | 20 | 42 | 4 | 539 |
| 77929 | 9 | 63 | 1850.00 | 690.00 | 63000.0 | 6200.00 | 5.0 | 4.0 | 11.0 | 36.0 | 15.50 | 9500.00 | 1 | 2 | 1 | 1 | 0 | 0 | 235 | 10 | 2 | 48 | 36 | 0 | 220 |
| 691490 | 2 | 51 | 1088.00 | 502.71 | 16300.0 | 7079.40 | 3.0 | 1.0 | 0.0 | 18.0 | 15.00 | 4650.00 | 1 | 1 | 3 | 1 | 0 | 0 | 5 | 10 | 0 | 30 | 1 | 0 | 261 |